{“id”:“https://openalex.org/W2944857956“,”doi“:”https://doi.org/10.1007/978-3-030-20912-4_52“,”title“:”Layered Geometric Learning“,”display_name“:”分层几何学习“,”publication_year“:2019,”publiation_date“:”2019-01-01“,”ids“:{”openalex“:”https://openalex.org/W2944857956“,”doi“:”https://doi.org/10.1007/978-3-030-20912-4_52“,”mag“:”2944857956“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-030-20912-4_52“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310319900“,”host_organization_name“:”施普林格科学+商业媒体“,”host_organization_lineage“:[”https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”book-chapter“,”type_crossref“:“book-chapter”,”indexed_in“:[“crossref”],”open_access“:{”is_oa“:false”“,”oa_url“:空,”any_repository_has_fulltext“:false},”作者身份“:[{”作者位置“:”第一个“,”作者“:{”id“:”https://openalex.org/A5034084957“,”display_name“:”哈米德哈贾巴迪“,”兽人“:”https://orcid.org/0000-0002-5793-4563},“机构”:[{“id”:https://openalex.org/I97626857“,”display_name“:”Birjand大学“,”ror“:”https://ror.org/03g4hym73“,”country_code“:”IR“,”type“:“教育”,”世系“:[”https://openalex.org/I97626857“]}],”国家“:[”IR“],”is_corresponding“:true,”raw_author_name“:”Hamideh Hajiabadi“,”raw _affiliation_strings“:[“伊朗比尔贾德理工大学计算机工程系”],”affiliations“:[{”raw _affiliation_string“:”伊朗比尔贾德理工学院计算机工程系“,”institution_ids“:[https://openalex.org/I97626857“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5055782085“,”display_name“:”Reza Godaz“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I86958956“,”display_name“:”马什哈德费多西大学“,”ror“:”https://ror.org/00g6ka752“,”country_code“:”IR“,”type“:“教育”,”世系“:[”https://openalex.org/I86958956“]}],”国家“:[”IR“],”is_corresponding“:false,”raw_author_name“:”Reza Godaz“,”raw _affiliation_strings“:[“伊朗马什哈德费多西大学(FUM)计算机工程系”,“afliations”:[{“raw_affiliation _string”:“伊朗马什哈德费多西大学(FUM)计算机工程部”,“institution_ids”:[”https://openalex.org/I86958956“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5072445788“,”display_name“:”Morteza Ghasemi“,”orcid“:”https://orcid.org/0000-0002-4770-8757},“机构”:[{“id”:https://openalex.org/I86958956“,”display_name“:”马什哈德费多西大学“,”ror“:”https://ror.org/00g6ka752“,”country_code“:”IR“,”type“:“教育”,”世系“:[”https://openalex.org/I86958956“]}],”国家“:[”IR“],”is_corresponding“:false,”raw_author_name“:”Morteza Ghasemi“,”raw _ afiliation_strings“:[“伊朗马什哈德费多西大学(FUM)计算机工程系”],“affiliations”:[{“raw _ ffiliation_string”:“伊朗马什哈德费多西大学(FUM)计算机工程部”,“institution_ids”:[”https://openalex.org/I86958956“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5069185272“,”display_name“:”Reza Monsefi“,”orcid“:”https://orcid.org/0000-0002-6434-5273},“机构”:[{“id”:https://openalex.org/I86958956“,”display_name“:”马什哈德费多西大学“,”ror“:”https://ror.org/00g6ka752“,”country_code“:”IR“,”type“:“教育”,”世系“:[”https://openalex.org/I86958956“]}],”国家“:[”IR“],”is_corresponding“:false,”raw_author_name“:”Reza Monsefi“,”raw _ afiliation_strings“:[“伊朗马什哈德费多西大学(FUM)计算机工程系”],“affiliations”:[{“raw_affiliation_string”:“伊朗马什哈德费多西大学(FUM)计算机工程部”,“institution_ids”:[”https://openalex.org/I86958956“]}]}],”countries_disticont_count“:1,”institutions_disticent_count”:2,”corresponding_author_ids“:[”https://openalex.org/A5034084957“],”对应的机构ID“:[”https://openalex.org/I97626857“],”apc_list“:{”value“:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc _payed“:null,”fwci“:0.828,”has_fulltext“:true,”fulltext_origin“:”ngrams“,”cited_by_count“:2,”cited_by_percentile_year“:{”min“:74,”max“:77},“biblio”:{“volume”:null“issue”:nul,”first_page“:”575 1“,”last_page“:”582“},”is_retracted“:false,”is_paratext“:false,”主主题“:{”id“:”https://openalex.org/T12290“,”“display_name”:“运动合成与控制技术”,“score”:0.9926,“subfield”:{“id”:“https://openalex.org/subfields/2207“,”display_name“:”控制与系统工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T1290“,”“display_name”:“运动合成与控制技术”,“score”:0.9926,“subfield”:{“id”:“https://openalex.org/subfields/2207“,”display_name“:”控制与系统工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10057“,”“display_name”:“人脸识别和降维技术”,“score”:0.9918,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11448“,”display_name“:”人脸识别与分析技术“,”score“:0.9899,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/metric-learning网站“,”display_name“:”Metric Learning“,”score“:0.625002},{”id“:”https://openalex.org/keywords/feature-learning“,”display_name“:”功能学习“,”score“:0.60838},{”id“:”https://openalex.org/keywords/dimmensionality缩减“,”display_name“:”维度缩减“,”score“:0.517231},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.504592}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.83601785},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.43816367},{”id“:”https://openalex.org/C121684516,“wikidata”:https://www.wikidata.org/wiki/Q7600677“,”display_name“:”计算机图形(图像)“,”level“:1,”score“:0.37378564},{”id“:”https://openalex.org/C31972630,“wikidata”:https://www.wikidata.org/wiki/Q844240“,”display_name“:”计算机视觉“,”level“:1,”score“:0.3594957},{”id“:”https://openalex.org/C199639397,“wikidata”:https://www.wikidata.org/wiki/Q1788588“,”display_name“:”工程图“,”level“:1,”score“:0.35727426},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”Engineering“,”level“:0,”score“:0.0}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-030-20912-4_52“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book series”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grants”:[],“dataset”:[]],“versions”:[】,“referenced_works_count”:19,“referenced_works“:[”https://openalex.org/W1986964250","https://openalex.org/W2010554528","https://openalex.org/W2076434944","https://openalex.org/W2096733369","https://openalex.org/W2221409856","https://openalex.org/W2309460698","https://openalex.org/W2517500902","https://openalex.org/W2613997951","https://openalex.org/W2618114732","https://openalex.org/W2743021690","https://openalex.org/W2767982821","https://openalex.org/W2798303923","https://openalex.org/W2808583987","https://openalex.org/W2883980546","https://openalex.org/W2887289205","https://openalex.org/W2963026686","https://openalex.org/W4205293427","https://openalex.org/W4250589301","https://openalex.org/W585133165“],”related_works“:[”https://openalex.org/W3116076068","https://openalex.org/W2775347418","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2229312674","https://openalex.org/W2166024367","https://openalex.org/W2079911747","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W1969923398“],”ngrams_url“:”https://api.openalex.org/works/W2944857956/ngrams网站“,”“abstract_inverted_index”:{“Through”:[0],“Metric”:[1,45],“learning”:[2,23],“techniques”:[3],“a”:[4,28,35,75101],“Metric”:[5,22],“function”:[6,30104],“is”:[7,48],“learned”:[8],“which”:[9,53,86],“shows”:[10],“how”:[11],“simillizer/difference”:[12],“two”:[13],“samples”:[14],“are.”:[15],“From”:[16],“the”:[17,39,69,83,96107121129],“透视图“:[18],”of“:[19,50,59,71109],”feature“:[20,41],”selection“,:[21],”can“:[24],”be“:[25],”represented“:[26],”as“:[27100],”transform“:[29],”mapping“:[31],”each“:[32],”sample“:[33],”into“:[34],”new“:[36,40],”point“:[37],”in“:[38,57,74126],”space。“:[42],”几何“:[43],”平均“:[44],”学习“:[46],”(GMML)“:[47],”一“:[49],”有希望“:[51],”方法“:[52],”实现“:[54],”良好“:[55],”性能“:[56],”术语“:[58],”准确性“:[60,88125],”和“:[61,89],”时间“:[62,91],”复杂性。“:[63,92],”In“:[64],”this“:[65],”paper“:[66],”we“:/67],”propose“:[68],”use“:[70,95],”GMML“:/72],”algorithm“:%73],”neural“:[76],”network“:77],”to“:[78105],”perform“:79],”黎曼“:[80],”computing“:[81],”on“:[82114],”SPD“:[84],”matrixes“:[85],“改善”:[87124],“减少”:[90],“我们”:[93],“还”:[94],“特征值”:[97],“校正”:[98],“层“:[99],“非线性”:[102],“激活”:[103],“增强”:[106],“非线性”:[108],“我们的”:[110],“模型。“:[111],”实验“:[112],”评估“:[113],”几个“:[115],”基准“:[116],”数据“:[117],”集合“:[118],”演示“:[119],”那“:[120],”建议“:[122],”方法“:[123],”比较“:[127],”与“:[128],”最先进“:[130],”途径。“:[131]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2944857956“,”counts_by_year“:[{”年份“:2023,”cited_by_count“:1},{”年“:2022,”cited_by_count”:1}],”更新日期“:“2024-06-29T06:33:53.222409”,”创建日期“:”2019-05-29“}